My Portfolio

Developed an interactive and responsive website, ensuring compatibility across diverse screen sizes for optimal user experiences.

X-ray Image Classification Model Using Deep Learning and Machine Learning

My Final Year Project classified three classes (normal, Cov-19, TB) using Python libraries and pre-trained models. The results indicated that machine learning achieved higher accuracy compared to deep learning

Pandas, NumPy, TensorFlow & Keras, Scikit-learn,

BMI Calculator

Web application to calculate Body Mass Index (BMI)

Responsive Website

Website for biomolecular analysis, including calculate length of DNA and protein sequence

Forecasting using ARIMA method

Prediction on number of Covid-19 cases and deaths in Malaysia

Data Manipulation

Implementation of regular expression for extraction of nucleotide and protein sequences to convert it into variety of sequence file formats

Bioinformatics analysis

Comparative analysis of protein sequences between non-pathogenic strain and pathogenic strain using BLAST on Linux Ubuntu

Gene Expression Analysis

Gene expression analysis on two types of drugs for breast cancer

Classification Using SVM Machine Learning

Classification on Dry Bean Dataset (over 13k samples, 7 types of dry beans) using SVM machine learning